{ "best_metric": 0.3128, "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0510/checkpoints/checkpoint-1998", "epoch": 6.0, "eval_steps": 500, "global_step": 1998, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 25.71416473388672, "learning_rate": 0.0005, "loss": 3.4238, "step": 333 }, { "epoch": 1.0, "eval_accuracy": 0.16933333333333334, "eval_loss": 3.1503145694732666, "eval_runtime": 6.737, "eval_samples_per_second": 556.626, "eval_steps_per_second": 8.758, "step": 333 }, { "epoch": 2.0, "grad_norm": 14.919692993164062, "learning_rate": 0.0005, "loss": 2.9185, "step": 666 }, { "epoch": 2.0, "eval_accuracy": 0.23333333333333334, "eval_loss": 2.835447072982788, "eval_runtime": 6.6871, "eval_samples_per_second": 560.777, "eval_steps_per_second": 8.823, "step": 666 }, { "epoch": 3.0, "grad_norm": 20.4703426361084, "learning_rate": 0.0005, "loss": 2.749, "step": 999 }, { "epoch": 3.0, "eval_accuracy": 0.268, "eval_loss": 2.6976261138916016, "eval_runtime": 7.1973, "eval_samples_per_second": 521.028, "eval_steps_per_second": 8.198, "step": 999 }, { "epoch": 4.0, "grad_norm": 16.890403747558594, "learning_rate": 0.0005, "loss": 2.6374, "step": 1332 }, { "epoch": 4.0, "eval_accuracy": 0.26426666666666665, "eval_loss": 2.6848459243774414, "eval_runtime": 7.1933, "eval_samples_per_second": 521.321, "eval_steps_per_second": 8.202, "step": 1332 }, { "epoch": 5.0, "grad_norm": 21.04191780090332, "learning_rate": 0.0005, "loss": 2.5652, "step": 1665 }, { "epoch": 5.0, "eval_accuracy": 0.31066666666666665, "eval_loss": 2.5117383003234863, "eval_runtime": 6.6845, "eval_samples_per_second": 560.995, "eval_steps_per_second": 8.826, "step": 1665 }, { "epoch": 6.0, "grad_norm": 23.997509002685547, "learning_rate": 0.0005, "loss": 2.4823, "step": 1998 }, { "epoch": 6.0, "eval_accuracy": 0.3128, "eval_loss": 2.5479564666748047, "eval_runtime": 6.8003, "eval_samples_per_second": 551.449, "eval_steps_per_second": 8.676, "step": 1998 } ], "logging_steps": 500, "max_steps": 1998, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 9.88447923735552e+18, "train_batch_size": 64, "trial_name": null, "trial_params": null }